Víctor Rodríguez-Fernández

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 26

Top Topics

Mission Planning

Behavioural Patterns

Top Venues

Publications

Cristian Ramírez-Atencia, Víctor Rodríguez-Fernández, David Camacho
A revision on Multi-Criteria Decision Making methods for Multi-UAV Mission Planning Support. CoRR (2024)
Víctor Rodríguez-Fernández, David Camacho
Recent trends and advances in machine learning challenges and applications for industry 4.0. Expert Syst. J. Knowl. Eng. 41 (2) (2024)
Víctor Rodríguez-Fernández, David Montalvo, Francesco Piccialli, Grzegorz J. Nalepa, David Camacho
DeepVATS: Deep Visual Analytics for Time Series. Knowl. Based Syst. 277 (2023)
Emma Stevenson, Víctor Rodríguez-Fernández, Hodei Urrutxua, Vincent Morand, David Camacho
Self-supervised Machine Learning Based Approach to Orbit Modelling Applied to Space Traffic Management. CoRR (2023)
Emma Stevenson, Riansares Martinez, Víctor Rodríguez-Fernández, David Camacho
Predicting the effects of kinetic impactors on asteroid deflection using end-to-end deep learning. CEC (2022)
Víctor Rodríguez-Fernández, Agnieszka Trzcionkowska, Antonio González-Pardo, Edyta Brzychczy, Grzegorz J. Nalepa, David Camacho
Conformance Checking for Time-Series-Aware Processes. IEEE Trans. Ind. Informatics 17 (2) (2021)
Arnau Martí-Sarri, Víctor Rodríguez-Fernández
An Implementation of the "Guess Who?" Game Using CLIP. IDEAL (2021)
Arnau Martí-Sarri, Víctor Rodríguez-Fernández
An implementation of the "Guess who?" game using CLIP. CoRR (2021)
Maria Laura Previti, Víctor Rodríguez-Fernández, David Camacho, Vincenza Carchiolo, Michele Malgeri
Fake News Detection Using Time Series and User Features Classification. EvoApplications (2020)
Alberto Mateos Rama, Víctor Rodríguez-Fernández, David Camacho
Finding Behavioural Patterns Among League of Legends Players Through Hidden Markov Models. EvoApplications (2020)
Gema Bello Orgaz, Rus M. Mesas, Carmen Zarco, Víctor Rodríguez-Fernández, Oscar Cordón, David Camacho
Marketing analysis of wineries using social collective behavior from users' temporal activity on Twitter. Inf. Process. Manag. 57 (5) (2020)
Cristian Ramírez-Atencia, Víctor Rodríguez-Fernández, David Camacho
A revision on multi-criteria decision making methods for multi-UAV mission planning support. Expert Syst. Appl. 160 (2020)
Víctor Rodríguez-Fernández, David Camacho
Special issue on "Machine Learning Challenges and Applications for Industry 4.0". Expert Syst. J. Knowl. Eng. 37 (4) (2020)
Krzysztof Kutt, Dominika Drazyk, Pawel Jemiolo, Szymon Bobek, Barbara Gizycka, Víctor Rodríguez-Fernández, Grzegorz J. Nalepa
BIRAFFE: Bio-Reactions and Faces for Emotion-based Personalization. AfCAI (2019)
Víctor Rodríguez-Fernández
Extensions of Hidden Markov Models for supporting instructors in the analysis of training operations in an Unmanned Aircraft System. SA (2019)
Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho
Automatic Procedure Following Evaluation Using Petri Net-Based Workflows. IEEE Trans. Ind. Informatics 14 (6) (2018)
Alejandro Martín, Víctor Rodríguez-Fernández, David Camacho
CANDYMAN: Classifying Android malware families by modelling dynamic traces with Markov chains. Eng. Appl. Artif. Intell. 74 (2018)
Raúl Lara-Cabrera, Víctor Rodríguez-Fernández, Javier Paz-Sedano, David Camacho
Procedural generation of balanced levels for a 3D paintball game. CoSECivi (2017)
Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho
Analysing temporal performance profiles of UAV operators using time series clustering. Expert Syst. Appl. 70 (2017)
Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho
Modelling Behaviour in UAV Operations Using Higher Order Double Chain Markov Models. IEEE Comput. Intell. Mag. 12 (4) (2017)
Cristian Ramírez-Atencia, Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho
New Artificial Intelligence approaches for future UAV Ground Control Stations. CEC (2017)
Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho
A study on performance metrics and clustering methods for analyzing behavior in UAV operations. J. Intell. Fuzzy Syst. 32 (2) (2017)
Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho
Finding behavioral patterns of UAV operators using Multichannel Hidden Markov Models. SSCI (2016)
Óscar Manuel Losada Suárez, Víctor Rodríguez-Fernández, Cristian Ramírez-Atencia, David Camacho
Desarrollo de una Plataforma Basada en Unity3D para la Aplicación de IA en Videojuegos. CoSECivi (2016)
Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho
A method for building predictive HSMMs in interactive environments. CEC (2016)
Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho
Automatic profile generation for UAV operators using a simulation-based training environment. Prog. Artif. Intell. 5 (1) (2016)
Víctor Rodríguez-Fernández, Cristian Ramírez-Atencia, David Camacho
A Summary of Player Assessment in a Multi-UAV Mission Planning Serious Game. CoSECivi (2015)
Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho
User Profile Analysis for UAV Operators in a Simulation Environment. ICCCI (1) (2015)
Víctor Rodríguez-Fernández, Antonio González-Pardo, David Camacho
Modeling the Behavior of Unskilled Users in a Multi-UAV Simulation Environment. IDEAL (2015)
Víctor Rodríguez-Fernández, Cristian Ramírez-Atencia, David Camacho
A multi-UAV Mission Planning videogame-based framework for player analysis. CEC (2015)
Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho
Design and development of a lightweight multi-UAV simulator. CYBCONF (2015)
Víctor Rodríguez-Fernández, Héctor D. Menéndez, David Camacho
Analyzing Planning and Monitoring Skills of Users in a Multi-UAV Simulation Environment. CAEPIA (2015)